Overview
Dataset statistics
| Number of variables | 20 |
|---|---|
| Number of observations | 860 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 4 |
| Duplicate rows (%) | 0.5% |
| Total size in memory | 447.4 KiB |
| Average record size in memory | 532.7 B |
Variable types
| Categorical | 9 |
|---|---|
| Numeric | 11 |
| Dataset has 4 (0.5%) duplicate rows | Duplicates |
cpu_cores is highly overall correlated with cpu_threads and 6 other fields | High correlation |
cpu_threads is highly overall correlated with cpu_cores and 5 other fields | High correlation |
display_size is highly overall correlated with gpu_vram | High correlation |
gpu_brand is highly overall correlated with gpu_tier and 4 other fields | High correlation |
gpu_tier is highly overall correlated with gpu_brand and 2 other fields | High correlation |
gpu_vram is highly overall correlated with cpu_threads and 4 other fields | High correlation |
price is highly overall correlated with cpu_cores and 5 other fields | High correlation |
proc_brand is highly overall correlated with cpu_cores and 4 other fields | High correlation |
proc_gen is highly overall correlated with cpu_cores and 3 other fields | High correlation |
proc_tier is highly overall correlated with cpu_cores and 4 other fields | High correlation |
ram is highly overall correlated with cpu_cores and 3 other fields | High correlation |
resolution_height is highly overall correlated with cpu_cores and 3 other fields | High correlation |
resolution_width is highly overall correlated with resolution_height | High correlation |
rom is highly overall correlated with price and 1 other fields | High correlation |
rom_type is highly imbalanced (84.7%) | Imbalance |
warranty is highly imbalanced (75.1%) | Imbalance |
os_family is highly imbalanced (87.2%) | Imbalance |
proc_gen has 39 (4.5%) zeros | Zeros |
gpu_vram has 556 (64.7%) zeros | Zeros |
Reproduction
| Analysis started | 2026-01-13 18:58:48.027570 |
|---|---|
| Analysis finished | 2026-01-13 18:59:05.175434 |
| Duration | 17.15 seconds |
| Software version | ydata-profiling vv4.18.0 |
| Download configuration | config.json |
Variables
brand
Categorical
| Distinct | 9 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 51.3 KiB |
| HP | |
|---|---|
| Lenovo | |
| Asus | |
| Dell | |
| Acer | |
| Other values (4) |
Length
| Max length | 7 |
|---|---|
| Median length | 6 |
| Mean length | 4.1104651 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | HP |
|---|---|
| 2nd row | HP |
| 3rd row | Acer |
| 4th row | Lenovo |
| 5th row | Acer |
Common Values
| Value | Count | Frequency (%) |
| HP | 186 | |
| Lenovo | 168 | |
| Asus | 154 | |
| Dell | 99 | |
| Acer | 80 | |
| Other | 66 | 7.7% |
| MSI | 64 | 7.4% |
| Samsung | 28 | 3.3% |
| Infinix | 15 | 1.7% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| hp | 186 | |
| lenovo | 168 | |
| asus | 154 | |
| dell | 99 | |
| acer | 80 | |
| other | 66 | 7.7% |
| msi | 64 | 7.4% |
| samsung | 28 | 3.3% |
| infinix | 15 | 1.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 413 | 11.7% |
| o | 336 | 9.5% |
| s | 336 | 9.5% |
| A | 234 | 6.6% |
| n | 226 | 6.4% |
| l | 198 | 5.6% |
| P | 186 | 5.3% |
| H | 186 | 5.3% |
| u | 182 | 5.1% |
| L | 168 | 4.8% |
| Other values (16) | 1070 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 3535 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 413 | 11.7% |
| o | 336 | 9.5% |
| s | 336 | 9.5% |
| A | 234 | 6.6% |
| n | 226 | 6.4% |
| l | 198 | 5.6% |
| P | 186 | 5.3% |
| H | 186 | 5.3% |
| u | 182 | 5.1% |
| L | 168 | 4.8% |
| Other values (16) | 1070 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 3535 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 413 | 11.7% |
| o | 336 | 9.5% |
| s | 336 | 9.5% |
| A | 234 | 6.6% |
| n | 226 | 6.4% |
| l | 198 | 5.6% |
| P | 186 | 5.3% |
| H | 186 | 5.3% |
| u | 182 | 5.1% |
| L | 168 | 4.8% |
| Other values (16) | 1070 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 3535 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 413 | 11.7% |
| o | 336 | 9.5% |
| s | 336 | 9.5% |
| A | 234 | 6.6% |
| n | 226 | 6.4% |
| l | 198 | 5.6% |
| P | 186 | 5.3% |
| H | 186 | 5.3% |
| u | 182 | 5.1% |
| L | 168 | 4.8% |
| Other values (16) | 1070 |
price
Real number (ℝ)
High correlation
| Distinct | 445 |
|---|---|
| Distinct (%) | 51.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 77588.441 |
| Minimum | 10990 |
|---|---|
| Maximum | 450039 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 13.4 KiB |
Quantile statistics
| Minimum | 10990 |
|---|---|
| 5-th percentile | 27845.45 |
| Q1 | 44142.5 |
| median | 60990 |
| Q3 | 89574.75 |
| 95-th percentile | 187553.1 |
| Maximum | 450039 |
| Range | 439049 |
| Interquartile range (IQR) | 45432.25 |
Descriptive statistics
| Standard deviation | 58138.133 |
|---|---|
| Coefficient of variation (CV) | 0.74931436 |
| Kurtosis | 10.974429 |
| Mean | 77588.441 |
| Median Absolute Deviation (MAD) | 21000 |
| Skewness | 2.8820022 |
| Sum | 66726059 |
| Variance | 3.3800425 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 49990 | 16 | 1.9% |
| 37990 | 13 | 1.5% |
| 59990 | 12 | 1.4% |
| 54990 | 11 | 1.3% |
| 79990 | 11 | 1.3% |
| 62990 | 11 | 1.3% |
| 64990 | 11 | 1.3% |
| 47990 | 11 | 1.3% |
| 57990 | 11 | 1.3% |
| 74990 | 11 | 1.3% |
| Other values (435) | 742 |
| Value | Count | Frequency (%) |
| 10990 | 2 | |
| 12990 | 1 | |
| 13990 | 1 | |
| 14490 | 1 | |
| 14990 | 1 | |
| 15990 | 2 | |
| 16990 | 1 | |
| 17990 | 1 | |
| 18990 | 2 | |
| 19850 | 1 |
| Value | Count | Frequency (%) |
| 450039 | 1 | |
| 429990 | 1 | |
| 420000 | 1 | |
| 415000 | 1 | |
| 399999 | 1 | |
| 390914 | 1 | |
| 362999 | 1 | |
| 344990 | 1 | |
| 339990 | 1 | |
| 323290 | 1 |
spec_rating
Real number (ℝ)
| Distinct | 30 |
|---|---|
| Distinct (%) | 3.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 69.301953 |
| Minimum | 60 |
|---|---|
| Maximum | 89 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 13.4 KiB |
Quantile statistics
| Minimum | 60 |
|---|---|
| 5-th percentile | 60 |
| Q1 | 66 |
| median | 69.32 |
| Q3 | 71 |
| 95-th percentile | 80 |
| Maximum | 89 |
| Range | 29 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 5.5159464 |
|---|---|
| Coefficient of variation (CV) | 0.079592943 |
| Kurtosis | 1.4080952 |
| Mean | 69.301953 |
| Median Absolute Deviation (MAD) | 2.32 |
| Skewness | 0.86592619 |
| Sum | 59599.68 |
| Variance | 30.425665 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=30)
| Value | Count | Frequency (%) |
| 69.32 | 274 | |
| 60 | 47 | 5.5% |
| 71 | 44 | 5.1% |
| 70 | 43 | 5.0% |
| 62 | 42 | 4.9% |
| 67 | 39 | 4.5% |
| 65 | 37 | 4.3% |
| 64 | 37 | 4.3% |
| 66 | 37 | 4.3% |
| 69 | 35 | 4.1% |
| Other values (20) | 225 |
| Value | Count | Frequency (%) |
| 60 | 47 | |
| 61 | 6 | 0.7% |
| 62 | 42 | |
| 63 | 32 | |
| 64 | 37 | |
| 65 | 37 | |
| 66 | 37 | |
| 67 | 39 | |
| 68 | 6 | 0.7% |
| 69 | 35 |
| Value | Count | Frequency (%) |
| 89 | 4 | 0.5% |
| 88 | 4 | 0.5% |
| 86 | 4 | 0.5% |
| 85 | 6 | |
| 84 | 4 | 0.5% |
| 83 | 9 | |
| 82 | 5 | |
| 81 | 2 | 0.2% |
| 80 | 12 | |
| 79 | 10 |
ram
Real number (ℝ)
High correlation
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.15814 |
| Minimum | 4 |
|---|---|
| Maximum | 64 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 13.4 KiB |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 8 |
| Q1 | 8 |
| median | 16 |
| Q3 | 16 |
| 95-th percentile | 16 |
| Maximum | 64 |
| Range | 60 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 6.1776658 |
|---|---|
| Coefficient of variation (CV) | 0.46949386 |
| Kurtosis | 11.743289 |
| Mean | 13.15814 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.2205975 |
| Sum | 11316 |
| Variance | 38.163554 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 16 | 442 | |
| 8 | 357 | |
| 32 | 36 | 4.2% |
| 4 | 21 | 2.4% |
| 12 | 2 | 0.2% |
| 64 | 2 | 0.2% |
| Value | Count | Frequency (%) |
| 4 | 21 | 2.4% |
| 8 | 357 | |
| 12 | 2 | 0.2% |
| 16 | 442 | |
| 32 | 36 | 4.2% |
| 64 | 2 | 0.2% |
| Value | Count | Frequency (%) |
| 64 | 2 | 0.2% |
| 32 | 36 | 4.2% |
| 16 | 442 | |
| 12 | 2 | 0.2% |
| 8 | 357 | |
| 4 | 21 | 2.4% |
ram_type
Categorical
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 51.7 KiB |
| DDR4 | |
|---|---|
| DDR5 | |
| LPDDR5 | |
| LPDDR4X | |
| LPDDR4 | 13 |
| Other values (2) | 5 |
Length
| Max length | 7 |
|---|---|
| Median length | 4 |
| Mean length | 4.5616279 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | DDR4 |
|---|---|
| 2nd row | DDR4 |
| 3rd row | DDR4 |
| 4th row | LPDDR5 |
| 5th row | DDR4 |
Common Values
| Value | Count | Frequency (%) |
| DDR4 | 490 | |
| DDR5 | 155 | 18.0% |
| LPDDR5 | 143 | 16.6% |
| LPDDR4X | 54 | 6.3% |
| LPDDR4 | 13 | 1.5% |
| LPDDR5X | 3 | 0.3% |
| DDR3 | 2 | 0.2% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| ddr4 | 490 | |
| ddr5 | 155 | 18.0% |
| lpddr5 | 143 | 16.6% |
| lpddr4x | 54 | 6.3% |
| lpddr4 | 13 | 1.5% |
| lpddr5x | 3 | 0.3% |
| ddr3 | 2 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| D | 1720 | |
| R | 860 | |
| 4 | 557 | 14.2% |
| 5 | 301 | 7.7% |
| L | 213 | 5.4% |
| P | 213 | 5.4% |
| X | 57 | 1.5% |
| 3 | 2 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 3923 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| D | 1720 | |
| R | 860 | |
| 4 | 557 | 14.2% |
| 5 | 301 | 7.7% |
| L | 213 | 5.4% |
| P | 213 | 5.4% |
| X | 57 | 1.5% |
| 3 | 2 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 3923 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| D | 1720 | |
| R | 860 | |
| 4 | 557 | 14.2% |
| 5 | 301 | 7.7% |
| L | 213 | 5.4% |
| P | 213 | 5.4% |
| X | 57 | 1.5% |
| 3 | 2 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 3923 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| D | 1720 | |
| R | 860 | |
| 4 | 557 | 14.2% |
| 5 | 301 | 7.7% |
| L | 213 | 5.4% |
| P | 213 | 5.4% |
| X | 57 | 1.5% |
| 3 | 2 | 0.1% |
rom
Real number (ℝ)
High correlation
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 612.94884 |
| Minimum | 32 |
|---|---|
| Maximum | 2048 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 13.4 KiB |
Quantile statistics
| Minimum | 32 |
|---|---|
| 5-th percentile | 256 |
| Q1 | 512 |
| median | 512 |
| Q3 | 512 |
| 95-th percentile | 1024 |
| Maximum | 2048 |
| Range | 2016 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 267.9458 |
|---|---|
| Coefficient of variation (CV) | 0.4371422 |
| Kurtosis | 6.2621515 |
| Mean | 612.94884 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.9065562 |
| Sum | 527136 |
| Variance | 71794.954 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) |
| 512 | 622 | |
| 1024 | 177 | 20.6% |
| 256 | 36 | 4.2% |
| 128 | 12 | 1.4% |
| 2048 | 8 | 0.9% |
| 64 | 4 | 0.5% |
| 32 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 32 | 1 | 0.1% |
| 64 | 4 | 0.5% |
| 128 | 12 | 1.4% |
| 256 | 36 | 4.2% |
| 512 | 622 | |
| 1024 | 177 | 20.6% |
| 2048 | 8 | 0.9% |
| Value | Count | Frequency (%) |
| 2048 | 8 | 0.9% |
| 1024 | 177 | 20.6% |
| 512 | 622 | |
| 256 | 36 | 4.2% |
| 128 | 12 | 1.4% |
| 64 | 4 | 0.5% |
| 32 | 1 | 0.1% |
rom_type
Categorical
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 50.5 KiB |
| SSD | |
|---|---|
| Hard-Disk | 19 |
Length
| Max length | 9 |
|---|---|
| Median length | 3 |
| Mean length | 3.1325581 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | SSD |
|---|---|
| 2nd row | SSD |
| 3rd row | SSD |
| 4th row | SSD |
| 5th row | SSD |
Common Values
| Value | Count | Frequency (%) |
| SSD | 841 | |
| Hard-Disk | 19 | 2.2% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| ssd | 841 | |
| hard-disk | 19 | 2.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| S | 1682 | |
| D | 860 | |
| H | 19 | 0.7% |
| a | 19 | 0.7% |
| r | 19 | 0.7% |
| d | 19 | 0.7% |
| - | 19 | 0.7% |
| i | 19 | 0.7% |
| s | 19 | 0.7% |
| k | 19 | 0.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2694 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| S | 1682 | |
| D | 860 | |
| H | 19 | 0.7% |
| a | 19 | 0.7% |
| r | 19 | 0.7% |
| d | 19 | 0.7% |
| - | 19 | 0.7% |
| i | 19 | 0.7% |
| s | 19 | 0.7% |
| k | 19 | 0.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2694 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| S | 1682 | |
| D | 860 | |
| H | 19 | 0.7% |
| a | 19 | 0.7% |
| r | 19 | 0.7% |
| d | 19 | 0.7% |
| - | 19 | 0.7% |
| i | 19 | 0.7% |
| s | 19 | 0.7% |
| k | 19 | 0.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2694 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| S | 1682 | |
| D | 860 | |
| H | 19 | 0.7% |
| a | 19 | 0.7% |
| r | 19 | 0.7% |
| d | 19 | 0.7% |
| - | 19 | 0.7% |
| i | 19 | 0.7% |
| s | 19 | 0.7% |
| k | 19 | 0.7% |
display_size
Real number (ℝ)
High correlation
| Distinct | 14 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.186116 |
| Minimum | 11.6 |
|---|---|
| Maximum | 18 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 13.4 KiB |
Quantile statistics
| Minimum | 11.6 |
|---|---|
| 5-th percentile | 14 |
| Q1 | 14 |
| median | 15.6 |
| Q3 | 15.6 |
| 95-th percentile | 16 |
| Maximum | 18 |
| Range | 6.4 |
| Interquartile range (IQR) | 1.6 |
Descriptive statistics
| Standard deviation | 0.92242394 |
|---|---|
| Coefficient of variation (CV) | 0.060741267 |
| Kurtosis | 0.39060902 |
| Mean | 15.186116 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.74884321 |
| Sum | 13060.06 |
| Variance | 0.85086592 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=14)
| Value | Count | Frequency (%) |
| 15.6 | 454 | |
| 14 | 212 | |
| 16 | 106 | 12.3% |
| 13.3 | 25 | 2.9% |
| 16.1 | 21 | 2.4% |
| 17.3 | 14 | 1.6% |
| 14.1 | 7 | 0.8% |
| 11.6 | 5 | 0.6% |
| 17 | 5 | 0.6% |
| 13.4 | 4 | 0.5% |
| Other values (4) | 7 | 0.8% |
| Value | Count | Frequency (%) |
| 11.6 | 5 | 0.6% |
| 13.3 | 25 | 2.9% |
| 13.4 | 4 | 0.5% |
| 13.5 | 2 | 0.2% |
| 14 | 212 | |
| 14.1 | 7 | 0.8% |
| 15 | 3 | 0.3% |
| 15.56 | 1 | 0.1% |
| 15.6 | 454 | |
| 16 | 106 | 12.3% |
| Value | Count | Frequency (%) |
| 18 | 1 | 0.1% |
| 17.3 | 14 | 1.6% |
| 17 | 5 | 0.6% |
| 16.1 | 21 | 2.4% |
| 16 | 106 | 12.3% |
| 15.6 | 454 | |
| 15.56 | 1 | 0.1% |
| 15 | 3 | 0.3% |
| 14.1 | 7 | 0.8% |
| 14 | 212 |
resolution_width
Real number (ℝ)
High correlation
| Distinct | 16 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2023.2488 |
| Minimum | 1080 |
|---|---|
| Maximum | 3840 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 13.4 KiB |
Quantile statistics
| Minimum | 1080 |
|---|---|
| 5-th percentile | 1366 |
| Q1 | 1920 |
| median | 1920 |
| Q3 | 1920 |
| 95-th percentile | 2880 |
| Maximum | 3840 |
| Range | 2760 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 414.94223 |
|---|---|
| Coefficient of variation (CV) | 0.20508709 |
| Kurtosis | 5.8531048 |
| Mean | 2023.2488 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.950389 |
| Sum | 1739994 |
| Variance | 172177.05 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=16)
| Value | Count | Frequency (%) |
| 1920 | 667 | |
| 2560 | 62 | 7.2% |
| 1366 | 39 | 4.5% |
| 2880 | 38 | 4.4% |
| 3840 | 14 | 1.6% |
| 3200 | 11 | 1.3% |
| 1080 | 8 | 0.9% |
| 1200 | 4 | 0.5% |
| 1600 | 4 | 0.5% |
| 2160 | 3 | 0.3% |
| Other values (6) | 10 | 1.2% |
| Value | Count | Frequency (%) |
| 1080 | 8 | 0.9% |
| 1200 | 4 | 0.5% |
| 1280 | 2 | 0.2% |
| 1366 | 39 | 4.5% |
| 1440 | 1 | 0.1% |
| 1600 | 4 | 0.5% |
| 1920 | 667 | |
| 2160 | 3 | 0.3% |
| 2240 | 2 | 0.2% |
| 2256 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 3840 | 14 | 1.6% |
| 3456 | 2 | 0.2% |
| 3200 | 11 | 1.3% |
| 2880 | 38 | 4.4% |
| 2560 | 62 | 7.2% |
| 2496 | 2 | 0.2% |
| 2256 | 1 | 0.1% |
| 2240 | 2 | 0.2% |
| 2160 | 3 | 0.3% |
| 1920 | 667 |
resolution_height
Real number (ℝ)
High correlation
| Distinct | 19 |
|---|---|
| Distinct (%) | 2.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1207.7767 |
| Minimum | 768 |
|---|---|
| Maximum | 3456 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 13.4 KiB |
Quantile statistics
| Minimum | 768 |
|---|---|
| 5-th percentile | 1080 |
| Q1 | 1080 |
| median | 1080 |
| Q3 | 1200 |
| 95-th percentile | 1920 |
| Maximum | 3456 |
| Range | 2688 |
| Interquartile range (IQR) | 120 |
Descriptive statistics
| Standard deviation | 316.12029 |
|---|---|
| Coefficient of variation (CV) | 0.26173736 |
| Kurtosis | 6.7750486 |
| Mean | 1207.7767 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.3185066 |
| Sum | 1038688 |
| Variance | 99932.039 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=19)
| Value | Count | Frequency (%) |
| 1080 | 566 | |
| 1200 | 99 | 11.5% |
| 1600 | 47 | 5.5% |
| 768 | 39 | 4.5% |
| 1800 | 34 | 4.0% |
| 1440 | 15 | 1.7% |
| 1920 | 12 | 1.4% |
| 2400 | 11 | 1.3% |
| 2000 | 9 | 1.0% |
| 2160 | 6 | 0.7% |
| Other values (9) | 22 | 2.6% |
| Value | Count | Frequency (%) |
| 768 | 39 | 4.5% |
| 1024 | 2 | 0.2% |
| 1080 | 566 | |
| 1200 | 99 | 11.5% |
| 1280 | 1 | 0.1% |
| 1400 | 2 | 0.2% |
| 1440 | 15 | 1.7% |
| 1504 | 1 | 0.1% |
| 1600 | 47 | 5.5% |
| 1620 | 6 | 0.7% |
| Value | Count | Frequency (%) |
| 3456 | 1 | 0.1% |
| 2560 | 5 | 0.6% |
| 2400 | 11 | 1.3% |
| 2160 | 6 | 0.7% |
| 2000 | 9 | 1.0% |
| 1920 | 12 | 1.4% |
| 1800 | 34 | |
| 1664 | 2 | 0.2% |
| 1660 | 2 | 0.2% |
| 1620 | 6 | 0.7% |
warranty
Categorical
Imbalance
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 48.7 KiB |
| 1 | |
|---|---|
| 2 | 58 |
| 3 | 9 |
| 0 | 6 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 787 | |
| 2 | 58 | 6.7% |
| 3 | 9 | 1.0% |
| 0 | 6 | 0.7% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 787 | |
| 2 | 58 | 6.7% |
| 3 | 9 | 1.0% |
| 0 | 6 | 0.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 787 | |
| 2 | 58 | 6.7% |
| 3 | 9 | 1.0% |
| 0 | 6 | 0.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 860 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 787 | |
| 2 | 58 | 6.7% |
| 3 | 9 | 1.0% |
| 0 | 6 | 0.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 860 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 787 | |
| 2 | 58 | 6.7% |
| 3 | 9 | 1.0% |
| 0 | 6 | 0.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 860 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 787 | |
| 2 | 58 | 6.7% |
| 3 | 9 | 1.0% |
| 0 | 6 | 0.7% |
proc_brand
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 51.6 KiB |
| Intel | |
|---|---|
| AMD |
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 4.3837209 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | AMD |
|---|---|
| 2nd row | Intel |
| 3rd row | Intel |
| 4th row | Intel |
| 5th row | Intel |
Common Values
| Value | Count | Frequency (%) |
| Intel | 595 | |
| AMD | 265 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| intel | 595 | |
| amd | 265 |
Most occurring characters
| Value | Count | Frequency (%) |
| I | 595 | |
| n | 595 | |
| t | 595 | |
| e | 595 | |
| l | 595 | |
| A | 265 | |
| M | 265 | |
| D | 265 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 3770 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| I | 595 | |
| n | 595 | |
| t | 595 | |
| e | 595 | |
| l | 595 | |
| A | 265 | |
| M | 265 | |
| D | 265 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 3770 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| I | 595 | |
| n | 595 | |
| t | 595 | |
| e | 595 | |
| l | 595 | |
| A | 265 | |
| M | 265 | |
| D | 265 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 3770 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| I | 595 | |
| n | 595 | |
| t | 595 | |
| e | 595 | |
| l | 595 | |
| A | 265 | |
| M | 265 | |
| D | 265 |
proc_tier
Categorical
High correlation
| Distinct | 10 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 49.6 KiB |
| i5 | |
|---|---|
| i7 | |
| R5 | |
| i3 | |
| R7 | |
| Other values (5) |
Length
| Max length | 5 |
|---|---|
| Median length | 2 |
| Mean length | 2.0488372 |
| Min length | 2 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | R5 |
|---|---|
| 2nd row | i3 |
| 3rd row | i3 |
| 4th row | i5 |
| 5th row | i5 |
Common Values
| Value | Count | Frequency (%) |
| i5 | 287 | |
| i7 | 137 | |
| R5 | 128 | |
| i3 | 105 | 12.2% |
| R7 | 87 | 10.1% |
| Low | 39 | 4.5% |
| R3 | 34 | 4.0% |
| i9 | 34 | 4.0% |
| R9 | 8 | 0.9% |
| Other | 1 | 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| i5 | 287 | |
| i7 | 137 | |
| r5 | 128 | |
| i3 | 105 | 12.2% |
| r7 | 87 | 10.1% |
| low | 39 | 4.5% |
| r3 | 34 | 4.0% |
| i9 | 34 | 4.0% |
| r9 | 8 | 0.9% |
| other | 1 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 563 | |
| 5 | 415 | |
| R | 257 | |
| 7 | 224 | 12.7% |
| 3 | 139 | 7.9% |
| 9 | 42 | 2.4% |
| L | 39 | 2.2% |
| o | 39 | 2.2% |
| w | 39 | 2.2% |
| O | 1 | 0.1% |
| Other values (4) | 4 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1762 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| i | 563 | |
| 5 | 415 | |
| R | 257 | |
| 7 | 224 | 12.7% |
| 3 | 139 | 7.9% |
| 9 | 42 | 2.4% |
| L | 39 | 2.2% |
| o | 39 | 2.2% |
| w | 39 | 2.2% |
| O | 1 | 0.1% |
| Other values (4) | 4 | 0.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1762 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| i | 563 | |
| 5 | 415 | |
| R | 257 | |
| 7 | 224 | 12.7% |
| 3 | 139 | 7.9% |
| 9 | 42 | 2.4% |
| L | 39 | 2.2% |
| o | 39 | 2.2% |
| w | 39 | 2.2% |
| O | 1 | 0.1% |
| Other values (4) | 4 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1762 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| i | 563 | |
| 5 | 415 | |
| R | 257 | |
| 7 | 224 | 12.7% |
| 3 | 139 | 7.9% |
| 9 | 42 | 2.4% |
| L | 39 | 2.2% |
| o | 39 | 2.2% |
| w | 39 | 2.2% |
| O | 1 | 0.1% |
| Other values (4) | 4 | 0.2% |
proc_gen
Real number (ℝ)
High correlation Zeros
| Distinct | 12 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.6604651 |
| Minimum | 0 |
|---|---|
| Maximum | 13 |
| Zeros | 39 |
| Zeros (%) | 4.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 13.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 7 |
| median | 11 |
| Q3 | 12 |
| 95-th percentile | 13 |
| Maximum | 13 |
| Range | 13 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 3.5993881 |
|---|---|
| Coefficient of variation (CV) | 0.37258952 |
| Kurtosis | 0.15102742 |
| Mean | 9.6604651 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -1.0498579 |
| Sum | 8308 |
| Variance | 12.955595 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=12)
| Value | Count | Frequency (%) |
| 12 | 213 | |
| 13 | 197 | |
| 11 | 131 | |
| 7 | 126 | |
| 5 | 101 | |
| 0 | 39 | 4.5% |
| 10 | 18 | 2.1% |
| 6 | 17 | 2.0% |
| 3 | 12 | 1.4% |
| 8 | 4 | 0.5% |
| Other values (2) | 2 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 39 | 4.5% |
| 3 | 12 | 1.4% |
| 4 | 1 | 0.1% |
| 5 | 101 | |
| 6 | 17 | 2.0% |
| 7 | 126 | |
| 8 | 4 | 0.5% |
| 9 | 1 | 0.1% |
| 10 | 18 | 2.1% |
| 11 | 131 |
| Value | Count | Frequency (%) |
| 13 | 197 | |
| 12 | 213 | |
| 11 | 131 | |
| 10 | 18 | 2.1% |
| 9 | 1 | 0.1% |
| 8 | 4 | 0.5% |
| 7 | 126 | |
| 6 | 17 | 2.0% |
| 5 | 101 | |
| 4 | 1 | 0.1% |
gpu_brand
Categorical
High correlation
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 52.0 KiB |
| Intel | |
|---|---|
| NVIDIA | |
| AMD | |
| Other | 3 |
Length
| Max length | 6 |
|---|---|
| Median length | 5 |
| Mean length | 4.9383721 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | AMD |
|---|---|
| 2nd row | Intel |
| 3rd row | Intel |
| 4th row | Intel |
| 5th row | Intel |
Common Values
| Value | Count | Frequency (%) |
| Intel | 391 | |
| NVIDIA | 293 | |
| AMD | 173 | |
| Other | 3 | 0.3% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| intel | 391 | |
| nvidia | 293 | |
| amd | 173 | |
| other | 3 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| I | 977 | |
| D | 466 | |
| A | 466 | |
| t | 394 | |
| e | 394 | |
| l | 391 | |
| n | 391 | |
| V | 293 | 6.9% |
| N | 293 | 6.9% |
| M | 173 | 4.1% |
| Other values (3) | 9 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4247 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| I | 977 | |
| D | 466 | |
| A | 466 | |
| t | 394 | |
| e | 394 | |
| l | 391 | |
| n | 391 | |
| V | 293 | 6.9% |
| N | 293 | 6.9% |
| M | 173 | 4.1% |
| Other values (3) | 9 | 0.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4247 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| I | 977 | |
| D | 466 | |
| A | 466 | |
| t | 394 | |
| e | 394 | |
| l | 391 | |
| n | 391 | |
| V | 293 | 6.9% |
| N | 293 | 6.9% |
| M | 173 | 4.1% |
| Other values (3) | 9 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4247 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| I | 977 | |
| D | 466 | |
| A | 466 | |
| t | 394 | |
| e | 394 | |
| l | 391 | |
| n | 391 | |
| V | 293 | 6.9% |
| N | 293 | 6.9% |
| M | 173 | 4.1% |
| Other values (3) | 9 | 0.2% |
gpu_tier
Categorical
High correlation
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 53.4 KiB |
| Integrated | |
|---|---|
| RTX | |
| Other | |
| GTX | 28 |
| MX | 7 |
Length
| Max length | 10 |
|---|---|
| Median length | 5 |
| Mean length | 6.5802326 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Other |
|---|---|
| 2nd row | Integrated |
| 3rd row | Integrated |
| 4th row | Integrated |
| 5th row | Integrated |
Common Values
| Value | Count | Frequency (%) |
| Integrated | 390 | |
| RTX | 257 | |
| Other | 178 | |
| GTX | 28 | 3.3% |
| MX | 7 | 0.8% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| integrated | 390 | |
| rtx | 257 | |
| other | 178 | |
| gtx | 28 | 3.3% |
| mx | 7 | 0.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| t | 958 | |
| e | 958 | |
| r | 568 | |
| n | 390 | |
| I | 390 | |
| g | 390 | |
| a | 390 | |
| d | 390 | |
| X | 292 | 5.2% |
| T | 285 | 5.0% |
| Other values (5) | 648 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 5659 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| t | 958 | |
| e | 958 | |
| r | 568 | |
| n | 390 | |
| I | 390 | |
| g | 390 | |
| a | 390 | |
| d | 390 | |
| X | 292 | 5.2% |
| T | 285 | 5.0% |
| Other values (5) | 648 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 5659 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| t | 958 | |
| e | 958 | |
| r | 568 | |
| n | 390 | |
| I | 390 | |
| g | 390 | |
| a | 390 | |
| d | 390 | |
| X | 292 | 5.2% |
| T | 285 | 5.0% |
| Other values (5) | 648 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 5659 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| t | 958 | |
| e | 958 | |
| r | 568 | |
| n | 390 | |
| I | 390 | |
| g | 390 | |
| a | 390 | |
| d | 390 | |
| X | 292 | 5.2% |
| T | 285 | 5.0% |
| Other values (5) | 648 |
gpu_vram
Real number (ℝ)
High correlation Zeros
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.0186047 |
| Minimum | 0 |
|---|---|
| Maximum | 16 |
| Zeros | 556 |
| Zeros (%) | 64.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 13.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 4 |
| 95-th percentile | 8 |
| Maximum | 16 |
| Range | 16 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 3.109133 |
|---|---|
| Coefficient of variation (CV) | 1.5402387 |
| Kurtosis | 2.614076 |
| Mean | 2.0186047 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.583418 |
| Sum | 1736 |
| Variance | 9.6667082 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) |
| 0 | 556 | |
| 4 | 153 | 17.8% |
| 6 | 66 | 7.7% |
| 8 | 65 | 7.6% |
| 16 | 7 | 0.8% |
| 12 | 7 | 0.8% |
| 2 | 6 | 0.7% |
| Value | Count | Frequency (%) |
| 0 | 556 | |
| 2 | 6 | 0.7% |
| 4 | 153 | 17.8% |
| 6 | 66 | 7.7% |
| 8 | 65 | 7.6% |
| 12 | 7 | 0.8% |
| 16 | 7 | 0.8% |
| Value | Count | Frequency (%) |
| 16 | 7 | 0.8% |
| 12 | 7 | 0.8% |
| 8 | 65 | 7.6% |
| 6 | 66 | 7.7% |
| 4 | 153 | 17.8% |
| 2 | 6 | 0.7% |
| 0 | 556 |
cpu_cores
Real number (ℝ)
High correlation
| Distinct | 10 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.8313953 |
| Minimum | 2 |
|---|---|
| Maximum | 24 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 13.4 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 4 |
| median | 8 |
| Q3 | 10 |
| 95-th percentile | 14 |
| Maximum | 24 |
| Range | 22 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 4.1315043 |
|---|---|
| Coefficient of variation (CV) | 0.5275566 |
| Kurtosis | 2.5413268 |
| Mean | 7.8313953 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 1.1026205 |
| Sum | 6735 |
| Variance | 17.069328 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) |
| 6 | 170 | |
| 10 | 153 | |
| 8 | 146 | |
| 4 | 133 | |
| 2 | 90 | |
| 12 | 83 | |
| 14 | 51 | 5.9% |
| 24 | 16 | 1.9% |
| 16 | 11 | 1.3% |
| 5 | 7 | 0.8% |
| Value | Count | Frequency (%) |
| 2 | 90 | |
| 4 | 133 | |
| 5 | 7 | 0.8% |
| 6 | 170 | |
| 8 | 146 | |
| 10 | 153 | |
| 12 | 83 | |
| 14 | 51 | 5.9% |
| 16 | 11 | 1.3% |
| 24 | 16 | 1.9% |
| Value | Count | Frequency (%) |
| 24 | 16 | 1.9% |
| 16 | 11 | 1.3% |
| 14 | 51 | 5.9% |
| 12 | 83 | |
| 10 | 153 | |
| 8 | 146 | |
| 6 | 170 | |
| 5 | 7 | 0.8% |
| 4 | 133 | |
| 2 | 90 |
cpu_threads
Real number (ℝ)
High correlation
| Distinct | 9 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.181395 |
| Minimum | 2 |
|---|---|
| Maximum | 32 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 13.4 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 8 |
| median | 12 |
| Q3 | 16 |
| 95-th percentile | 20 |
| Maximum | 32 |
| Range | 30 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 5.410689 |
|---|---|
| Coefficient of variation (CV) | 0.44417646 |
| Kurtosis | 2.1280597 |
| Mean | 12.181395 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 0.74706347 |
| Sum | 10476 |
| Variance | 29.275556 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=9)
| Value | Count | Frequency (%) |
| 12 | 297 | |
| 16 | 211 | |
| 8 | 173 | |
| 4 | 59 | 6.9% |
| 20 | 51 | 5.9% |
| 2 | 35 | 4.1% |
| 32 | 17 | 2.0% |
| 24 | 10 | 1.2% |
| 6 | 7 | 0.8% |
| Value | Count | Frequency (%) |
| 2 | 35 | 4.1% |
| 4 | 59 | 6.9% |
| 6 | 7 | 0.8% |
| 8 | 173 | |
| 12 | 297 | |
| 16 | 211 | |
| 20 | 51 | 5.9% |
| 24 | 10 | 1.2% |
| 32 | 17 | 2.0% |
| Value | Count | Frequency (%) |
| 32 | 17 | 2.0% |
| 24 | 10 | 1.2% |
| 20 | 51 | 5.9% |
| 16 | 211 | |
| 12 | 297 | |
| 8 | 173 | |
| 6 | 7 | 0.8% |
| 4 | 59 | 6.9% |
| 2 | 35 | 4.1% |
os_family
Categorical
Imbalance
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 53.7 KiB |
| Windows | |
|---|---|
| DOS | 20 |
| ChromeOS | 10 |
| Linux | 2 |
| Mac | 2 |
Length
| Max length | 8 |
|---|---|
| Median length | 7 |
| Mean length | 6.9046512 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Windows |
|---|---|
| 2nd row | Windows |
| 3rd row | Windows |
| 4th row | Windows |
| 5th row | Windows |
Common Values
| Value | Count | Frequency (%) |
| Windows | 826 | |
| DOS | 20 | 2.3% |
| ChromeOS | 10 | 1.2% |
| Linux | 2 | 0.2% |
| Mac | 2 | 0.2% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| windows | 826 | |
| dos | 20 | 2.3% |
| chromeos | 10 | 1.2% |
| linux | 2 | 0.2% |
| mac | 2 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 836 | |
| n | 828 | |
| i | 828 | |
| W | 826 | |
| d | 826 | |
| w | 826 | |
| s | 826 | |
| O | 30 | 0.5% |
| S | 30 | 0.5% |
| D | 20 | 0.3% |
| Other values (11) | 62 | 1.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 5938 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| o | 836 | |
| n | 828 | |
| i | 828 | |
| W | 826 | |
| d | 826 | |
| w | 826 | |
| s | 826 | |
| O | 30 | 0.5% |
| S | 30 | 0.5% |
| D | 20 | 0.3% |
| Other values (11) | 62 | 1.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 5938 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| o | 836 | |
| n | 828 | |
| i | 828 | |
| W | 826 | |
| d | 826 | |
| w | 826 | |
| s | 826 | |
| O | 30 | 0.5% |
| S | 30 | 0.5% |
| D | 20 | 0.3% |
| Other values (11) | 62 | 1.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 5938 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| o | 836 | |
| n | 828 | |
| i | 828 | |
| W | 826 | |
| d | 826 | |
| w | 826 | |
| s | 826 | |
| O | 30 | 0.5% |
| S | 30 | 0.5% |
| D | 20 | 0.3% |
| Other values (11) | 62 | 1.0% |
Interactions
Correlations
| brand | cpu_cores | cpu_threads | display_size | gpu_brand | gpu_tier | gpu_vram | os_family | price | proc_brand | proc_gen | proc_tier | ram | ram_type | resolution_height | resolution_width | rom | rom_type | spec_rating | warranty | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| brand | 1.000 | 0.155 | 0.135 | 0.181 | 0.220 | 0.194 | 0.141 | 0.134 | 0.093 | 0.241 | 0.141 | 0.110 | 0.124 | 0.280 | 0.150 | 0.154 | 0.130 | 0.097 | 0.089 | 0.391 |
| cpu_cores | 0.155 | 1.000 | 0.879 | 0.235 | 0.402 | 0.372 | 0.371 | 0.084 | 0.769 | 0.553 | 0.689 | 0.565 | 0.582 | 0.257 | 0.502 | 0.431 | 0.455 | 0.140 | 0.306 | 0.088 |
| cpu_threads | 0.135 | 0.879 | 1.000 | 0.329 | 0.304 | 0.302 | 0.552 | 0.161 | 0.817 | 0.258 | 0.380 | 0.595 | 0.662 | 0.236 | 0.548 | 0.480 | 0.491 | 0.239 | 0.413 | 0.094 |
| display_size | 0.181 | 0.235 | 0.329 | 1.000 | 0.264 | 0.227 | 0.527 | 0.175 | 0.267 | 0.068 | 0.098 | 0.191 | 0.176 | 0.207 | 0.119 | 0.176 | 0.264 | 0.197 | 0.350 | 0.091 |
| gpu_brand | 0.220 | 0.402 | 0.304 | 0.264 | 1.000 | 0.795 | 0.547 | 0.086 | 0.297 | 0.801 | 0.555 | 0.534 | 0.205 | 0.331 | 0.120 | 0.191 | 0.186 | 0.046 | 0.302 | 0.170 |
| gpu_tier | 0.194 | 0.372 | 0.302 | 0.227 | 0.795 | 1.000 | 0.681 | 0.073 | 0.270 | 0.751 | 0.424 | 0.453 | 0.224 | 0.310 | 0.120 | 0.173 | 0.182 | 0.086 | 0.282 | 0.131 |
| gpu_vram | 0.141 | 0.371 | 0.552 | 0.527 | 0.547 | 0.681 | 1.000 | 0.000 | 0.568 | 0.099 | 0.109 | 0.312 | 0.379 | 0.301 | 0.205 | 0.289 | 0.346 | 0.058 | 0.493 | 0.129 |
| os_family | 0.134 | 0.084 | 0.161 | 0.175 | 0.086 | 0.073 | 0.000 | 1.000 | 0.010 | 0.069 | 0.342 | 0.259 | 0.114 | 0.207 | 0.180 | 0.191 | 0.384 | 0.271 | 0.000 | 0.333 |
| price | 0.093 | 0.769 | 0.817 | 0.267 | 0.297 | 0.270 | 0.568 | 0.010 | 1.000 | 0.134 | 0.490 | 0.356 | 0.720 | 0.225 | 0.598 | 0.493 | 0.558 | 0.065 | 0.433 | 0.101 |
| proc_brand | 0.241 | 0.553 | 0.258 | 0.068 | 0.801 | 0.751 | 0.099 | 0.069 | 0.134 | 1.000 | 0.978 | 0.978 | 0.019 | 0.123 | 0.090 | 0.086 | 0.116 | 0.066 | 0.000 | 0.161 |
| proc_gen | 0.141 | 0.689 | 0.380 | 0.098 | 0.555 | 0.424 | 0.109 | 0.342 | 0.490 | 0.978 | 1.000 | 0.529 | 0.333 | 0.286 | 0.356 | 0.294 | 0.347 | 0.227 | 0.137 | 0.223 |
| proc_tier | 0.110 | 0.565 | 0.595 | 0.191 | 0.534 | 0.453 | 0.312 | 0.259 | 0.356 | 0.978 | 0.529 | 1.000 | 0.499 | 0.218 | 0.278 | 0.258 | 0.448 | 0.169 | 0.273 | 0.128 |
| ram | 0.124 | 0.582 | 0.662 | 0.176 | 0.205 | 0.224 | 0.379 | 0.114 | 0.720 | 0.019 | 0.333 | 0.499 | 1.000 | 0.261 | 0.485 | 0.420 | 0.500 | 0.089 | 0.279 | 0.051 |
| ram_type | 0.280 | 0.257 | 0.236 | 0.207 | 0.331 | 0.310 | 0.301 | 0.207 | 0.225 | 0.123 | 0.286 | 0.218 | 0.261 | 1.000 | 0.191 | 0.202 | 0.251 | 0.110 | 0.236 | 0.113 |
| resolution_height | 0.150 | 0.502 | 0.548 | 0.119 | 0.120 | 0.120 | 0.205 | 0.180 | 0.598 | 0.090 | 0.356 | 0.278 | 0.485 | 0.191 | 1.000 | 0.688 | 0.377 | 0.092 | 0.282 | 0.096 |
| resolution_width | 0.154 | 0.431 | 0.480 | 0.176 | 0.191 | 0.173 | 0.289 | 0.191 | 0.493 | 0.086 | 0.294 | 0.258 | 0.420 | 0.202 | 0.688 | 1.000 | 0.410 | 0.032 | 0.259 | 0.071 |
| rom | 0.130 | 0.455 | 0.491 | 0.264 | 0.186 | 0.182 | 0.346 | 0.384 | 0.558 | 0.116 | 0.347 | 0.448 | 0.500 | 0.251 | 0.377 | 0.410 | 1.000 | 0.334 | 0.275 | 0.049 |
| rom_type | 0.097 | 0.140 | 0.239 | 0.197 | 0.046 | 0.086 | 0.058 | 0.271 | 0.065 | 0.066 | 0.227 | 0.169 | 0.089 | 0.110 | 0.092 | 0.032 | 0.334 | 1.000 | 0.000 | 0.000 |
| spec_rating | 0.089 | 0.306 | 0.413 | 0.350 | 0.302 | 0.282 | 0.493 | 0.000 | 0.433 | 0.000 | 0.137 | 0.273 | 0.279 | 0.236 | 0.282 | 0.259 | 0.275 | 0.000 | 1.000 | 0.090 |
| warranty | 0.391 | 0.088 | 0.094 | 0.091 | 0.170 | 0.131 | 0.129 | 0.333 | 0.101 | 0.161 | 0.223 | 0.128 | 0.051 | 0.113 | 0.096 | 0.071 | 0.049 | 0.000 | 0.090 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
Sample
| brand | price | spec_rating | ram | ram_type | rom | rom_type | display_size | resolution_width | resolution_height | warranty | proc_brand | proc_tier | proc_gen | gpu_brand | gpu_tier | gpu_vram | cpu_cores | cpu_threads | os_family | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | HP | 49900 | 73.00 | 8 | DDR4 | 512 | SSD | 15.6 | 1920.0 | 1080.0 | 1 | AMD | R5 | 5.0 | AMD | Other | 4 | 6.0 | 12.0 | Windows |
| 1 | HP | 39900 | 60.00 | 8 | DDR4 | 512 | SSD | 15.6 | 1920.0 | 1080.0 | 1 | Intel | i3 | 12.0 | Intel | Integrated | 0 | 6.0 | 8.0 | Windows |
| 2 | Acer | 26990 | 69.32 | 8 | DDR4 | 512 | SSD | 14.0 | 1920.0 | 1080.0 | 1 | Intel | i3 | 11.0 | Intel | Integrated | 0 | 2.0 | 4.0 | Windows |
| 3 | Lenovo | 59729 | 66.00 | 16 | LPDDR5 | 512 | SSD | 14.0 | 2240.0 | 1400.0 | 1 | Intel | i5 | 12.0 | Intel | Integrated | 0 | 12.0 | 16.0 | Windows |
| 5 | Acer | 39990 | 62.00 | 8 | DDR4 | 512 | SSD | 14.0 | 1920.0 | 1080.0 | 1 | Intel | i5 | 12.0 | Intel | Integrated | 0 | 12.0 | 16.0 | Windows |
| 6 | Dell | 36790 | 60.00 | 8 | DDR4 | 512 | SSD | 15.6 | 1920.0 | 1080.0 | 1 | Intel | i3 | 12.0 | Intel | Integrated | 0 | 6.0 | 8.0 | Windows |
| 7 | Acer | 76990 | 63.00 | 16 | DDR5 | 512 | SSD | 15.6 | 1920.0 | 1080.0 | 1 | Intel | i5 | 13.0 | NVIDIA | RTX | 6 | 8.0 | 12.0 | Windows |
| 8 | Asus | 48990 | 64.00 | 8 | DDR4 | 512 | SSD | 15.6 | 1920.0 | 1080.0 | 1 | Intel | i5 | 12.0 | Intel | Integrated | 0 | 12.0 | 16.0 | Windows |
| 9 | Samsung | 74990 | 68.00 | 16 | LPDDR5 | 512 | SSD | 13.3 | 1080.0 | 1920.0 | 1 | Intel | i5 | 12.0 | Intel | Integrated | 0 | 12.0 | 16.0 | Windows |
| 10 | Lenovo | 49990 | 69.32 | 16 | DDR4 | 512 | SSD | 15.6 | 1920.0 | 1080.0 | 1 | Intel | i7 | 12.0 | Intel | Integrated | 0 | 10.0 | 12.0 | Windows |
| brand | price | spec_rating | ram | ram_type | rom | rom_type | display_size | resolution_width | resolution_height | warranty | proc_brand | proc_tier | proc_gen | gpu_brand | gpu_tier | gpu_vram | cpu_cores | cpu_threads | os_family | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 880 | HP | 59990 | 64.00 | 8 | DDR4 | 512 | SSD | 15.6 | 1920.0 | 1080.0 | 1 | AMD | R5 | 5.0 | NVIDIA | RTX | 4 | 6.0 | 12.0 | Windows |
| 881 | Acer | 107399 | 69.32 | 16 | LPDDR5 | 1024 | SSD | 16.0 | 3840.0 | 2400.0 | 1 | AMD | R7 | 7.0 | AMD | Other | 0 | 8.0 | 16.0 | Windows |
| 884 | Dell | 187490 | 79.00 | 16 | DDR5 | 1024 | SSD | 16.0 | 2560.0 | 1600.0 | 1 | Intel | i9 | 13.0 | NVIDIA | RTX | 8 | 24.0 | 32.0 | Windows |
| 886 | Acer | 49990 | 69.32 | 16 | LPDDR4X | 512 | SSD | 14.0 | 1920.0 | 1080.0 | 1 | Intel | i3 | 13.0 | Intel | Integrated | 0 | 6.0 | 8.0 | Windows |
| 887 | Acer | 56990 | 69.32 | 16 | LPDDR5 | 512 | SSD | 15.6 | 1920.0 | 1080.0 | 1 | Intel | i5 | 13.0 | Intel | Integrated | 0 | 10.0 | 12.0 | Windows |
| 888 | Asus | 44990 | 69.32 | 8 | DDR4 | 512 | SSD | 15.6 | 1920.0 | 1080.0 | 1 | Intel | i3 | 13.0 | Intel | Integrated | 0 | 6.0 | 8.0 | Windows |
| 889 | Asus | 110000 | 71.00 | 16 | DDR3 | 1024 | SSD | 15.6 | 2560.0 | 1440.0 | 1 | AMD | R7 | 6.0 | NVIDIA | RTX | 6 | 8.0 | 16.0 | Windows |
| 890 | Asus | 189990 | 89.00 | 32 | DDR5 | 1024 | SSD | 14.0 | 2560.0 | 1600.0 | 1 | AMD | R9 | 7.0 | NVIDIA | RTX | 8 | 8.0 | 16.0 | Windows |
| 891 | Asus | 129990 | 73.00 | 16 | DDR4 | 512 | SSD | 15.6 | 1920.0 | 1080.0 | 1 | Intel | i7 | 13.0 | NVIDIA | RTX | 6 | 14.0 | 20.0 | Windows |
| 892 | Asus | 131990 | 84.00 | 16 | DDR4 | 1024 | SSD | 15.6 | 1920.0 | 1080.0 | 1 | AMD | R9 | 7.0 | NVIDIA | RTX | 6 | 8.0 | 16.0 | Windows |
Duplicate rows
Most frequently occurring
| brand | price | spec_rating | ram | ram_type | rom | rom_type | display_size | resolution_width | resolution_height | warranty | proc_brand | proc_tier | proc_gen | gpu_brand | gpu_tier | gpu_vram | cpu_cores | cpu_threads | os_family | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Asus | 33990 | 69.32 | 8 | LPDDR5 | 512 | SSD | 14.0 | 1920.0 | 1080.0 | 1 | AMD | R3 | 7.0 | AMD | Other | 0 | 4.0 | 8.0 | Windows | 2 |
| 1 | HP | 37990 | 69.32 | 8 | DDR4 | 512 | SSD | 15.6 | 1920.0 | 1080.0 | 1 | Intel | i3 | 12.0 | Intel | Integrated | 0 | 6.0 | 8.0 | Windows | 2 |
| 2 | Lenovo | 32990 | 69.32 | 8 | LPDDR5 | 512 | SSD | 15.6 | 1920.0 | 1080.0 | 1 | AMD | R3 | 7.0 | AMD | Other | 0 | 4.0 | 8.0 | Windows | 2 |
| 3 | Lenovo | 33990 | 69.32 | 8 | DDR4 | 256 | SSD | 15.6 | 1920.0 | 1080.0 | 1 | Intel | i3 | 12.0 | Intel | Integrated | 0 | 6.0 | 8.0 | Windows | 2 |